# Astra LLM (BFSI Domain)

## Overview
A domain-adapted Large Language Model built on Mistral 7B, fine-tuned using LoRA for financial intelligence tasks.

## Capabilities
- Credit card optimization
- Financial insights & recommendations
- Fraud/scam reasoning
- Insurance claim understanding

## Architecture
- Base Model: Mistral 7B
- Fine-tuning: LoRA
- Deployment: Ollama
- Format: GGUF

## Integration
- RAG with Qdrant
- Multi-agent orchestration (LangGraph)
- Used in Astra 360 Digital Brain

## Usage (Ollama)
ollama run astra-llm

## Author
Pramod Seeram